Triple

T18985049
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Micro, Small and Medium Enterprises (India) E464534 entity
Predicate implementsProgram P24641 FINISHED
Object Prime Minister’s Employment Generation Programme
The Prime Minister’s Employment Generation Programme is an Indian government credit-linked subsidy scheme aimed at promoting self-employment by helping set up micro-enterprises in the non-farm sector.
E1352379 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Prime Minister’s Employment Generation Programme | Statement: [Ministry of Micro, Small and Medium Enterprises (India), implementsProgram, Prime Minister’s Employment Generation Programme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prime Minister’s Employment Generation Programme
Context triple: [Ministry of Micro, Small and Medium Enterprises (India), implementsProgram, Prime Minister’s Employment Generation Programme]
  • A. Yug Nirman Yojana
    Yug Nirman Yojana is a socio-spiritual reform movement initiated by the Gayatri Parivar to promote moral, cultural, and social upliftment in modern society.
  • B. Jan Saviya poverty alleviation program
    The Jan Saviya poverty alleviation program was a major Sri Lankan government initiative aimed at reducing poverty and improving living standards for low-income families.
  • C. Pradhan Mantri Awas Yojana – Gramin
    Pradhan Mantri Awas Yojana – Gramin is an Indian government rural housing scheme aimed at providing affordable, pucca houses with basic amenities to homeless and vulnerable households in villages.
  • D. Nusrat Jahan Scheme
    Nusrat Jahan Scheme is a humanitarian and educational initiative of the Ahmadiyya Muslim Community focused on establishing schools, hospitals, and social welfare projects, particularly in underdeveloped regions.
  • E. Ujjawala Scheme
    Ujjawala Scheme is an Indian government initiative aimed at preventing trafficking of women and children and providing rescue, rehabilitation, and reintegration support to victims.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Prime Minister’s Employment Generation Programme
Triple: [Ministry of Micro, Small and Medium Enterprises (India), implementsProgram, Prime Minister’s Employment Generation Programme]
Generated description
The Prime Minister’s Employment Generation Programme is an Indian government credit-linked subsidy scheme aimed at promoting self-employment by helping set up micro-enterprises in the non-farm sector.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Prime Minister’s Employment Generation Programme
Target entity description: The Prime Minister’s Employment Generation Programme is an Indian government credit-linked subsidy scheme aimed at promoting self-employment by helping set up micro-enterprises in the non-farm sector.
  • A. Yug Nirman Yojana
    Yug Nirman Yojana is a socio-spiritual reform movement initiated by the Gayatri Parivar to promote moral, cultural, and social upliftment in modern society.
  • B. Jan Saviya poverty alleviation program
    The Jan Saviya poverty alleviation program was a major Sri Lankan government initiative aimed at reducing poverty and improving living standards for low-income families.
  • C. Pradhan Mantri Awas Yojana – Gramin
    Pradhan Mantri Awas Yojana – Gramin is an Indian government rural housing scheme aimed at providing affordable, pucca houses with basic amenities to homeless and vulnerable households in villages.
  • D. Nusrat Jahan Scheme
    Nusrat Jahan Scheme is a humanitarian and educational initiative of the Ahmadiyya Muslim Community focused on establishing schools, hospitals, and social welfare projects, particularly in underdeveloped regions.
  • E. Ujjawala Scheme
    Ujjawala Scheme is an Indian government initiative aimed at preventing trafficking of women and children and providing rescue, rehabilitation, and reintegration support to victims.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8dd008af48190a97ff1c6488edf1b completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d65f7f08819088f56e8e030851b1 completed April 20, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05ad43dbb88190a34ff757ca925cbf completed May 14, 2026, 11:08 a.m.
NEDg Description generation batch_6a05aedf05c4819096ac6a61ada4b310 completed May 14, 2026, 11:15 a.m.
NED2 Entity disambiguation (via description) batch_6a05afe523208190a97142cd8e3b887b completed May 14, 2026, 11:20 a.m.
Created at: April 10, 2026, 12:01 p.m.